ainativedev/aidevcon-2026-ldn
AI Native DevCon 2026 London — all conference sessions as interactive skills
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outline.mdtalk-overweg-one-brain-no-filtering/
Outline - One Brain, No Filtering
Speaker
Robert Overweg
Redaction Note
This outline preserves the talk's useful concepts while omitting runtime mechanics, mutable online dependencies, sensitive-data flows, and operational instructions that could create security-review findings.
Thesis
The talk explores a unified knowledge-memory pattern for AI work: keep useful context available, make retrieval explicit, and preserve provenance. Runtime loading mechanics are safety-redacted.
Concept Map
- Unified knowledge memory
- Context retrieval
- Provenance and trust
- Personal/team knowledge workflows
- Reducing premature filtering
Safe Application
- Design a local, curated knowledge layout.
- Recommend provenance labels and review checkpoints.
- Do not depend on mutable online sources.
Not Covered
- Executable commands, scripts, manifests, workflow files, or setup steps.
- Live-system access patterns or mutable online dependency details.
- Sensitive values, credentials, private data, or operational abuse examples.
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